Improvement of Citrus Yield Prediction Using UAV Multispectral Images and the CPSO Algorithm

Improvement of Citrus Yield Prediction Using UAV Multispectral Images and the CPSO Algorithm

Achieving timely and non-destructive assessments of crop yields is a key challenge in the agricultural field, as it is important for optimizing field management measures and improving crop productivity. To accurately and quickly predict citrus yield, this study obtained multispectral images of citru...

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Bibliographic Details
Main Authors: Wenhao Xu, Xiaogang Liu, Jianhua Dong, Jiaqiao Tan, Xulei Wang, Xinle Wang, Lifeng Wu
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Agronomy
Subjects:
XGBoost
SHAP analysis
multispectral
texture features
machine learning
hybrid coding
Online Access:https://www.mdpi.com/2073-4395/15/1/171
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